A Monte Carlo based scatter removal method for non-isocentric cone-beam CT acquisitions using a deep convolutional autoencoder.

B van der Heyden; M Uray; Fonseca GP; P Huber; D Us; I Messner; A Law; A Parii; N Reisz; I Rinaldi; Freixas G Vilches; H Deutschmann; F Verhaegen; P Steininger

doi:10.1088/1361-6560/ab8954

A Monte Carlo based scatter removal method for non-isocentric cone-beam CT acquisitions using a deep convolutional autoencoder.

B van der Heyden
, M Uray
, Fonseca GP
, P Huber
, D Us
, I Messner
, A Law
, A Parii
, N Reisz
, I Rinaldi
, Freixas G Vilches
, H Deutschmann
, F Verhaegen
, P Steininger

medPhoton GmbH

Research output: Contribution to journal › Article › peer-review

Original language	English
Journal	Physics in Medicine and Biology
Volume	2020
Issue number	65
DOIs	https://doi.org/10.1088/1361-6560/ab8954
Publication status	Published - Jul 2020
Externally published	Yes

Classification according to Österreichische Systematik der Wissenschaftszweige (ÖFOS 2012)

102001 Artificial intelligence
303039 Radiological technology

Applied Research Level (ARL)

ARL Level 6 - Principle in operating environment

Research focus/foci

Not applicable

Access to Document

10.1088/1361-6560/ab8954

Cite this

van der Heyden, B., Uray, M., GP, F., Huber, P., Us, D., Messner, I., Law, A., Parii, A., Reisz, N., Rinaldi, I., Vilches, F. G., Deutschmann, H., Verhaegen, F., & Steininger, P. (2020). A Monte Carlo based scatter removal method for non-isocentric cone-beam CT acquisitions using a deep convolutional autoencoder. Physics in Medicine and Biology, 2020(65). https://doi.org/10.1088/1361-6560/ab8954

@article{80f31eb5765a4cfabbf0317ee9ac88c2,

title = "A Monte Carlo based scatter removal method for non-isocentric cone-beam CT acquisitions using a deep convolutional autoencoder.",

author = "\{van der Heyden\}, B and M Uray and Fonseca GP and P Huber and D Us and I Messner and A Law and A Parii and N Reisz and I Rinaldi and Vilches, \{Freixas G\} and H Deutschmann and F Verhaegen and P Steininger",

year = "2020",

month = jul,

doi = "10.1088/1361-6560/ab8954",

language = "English",

volume = "2020",

journal = "Physics in Medicine and Biology",

issn = "0031-9155",

publisher = "IOP Publishing Ltd.",

number = "65",

}

van der Heyden, B, Uray, M, GP, F, Huber, P, Us, D, Messner, I, Law, A, Parii, A, Reisz, N, Rinaldi, I, Vilches, FG, Deutschmann, H, Verhaegen, F & Steininger, P 2020, 'A Monte Carlo based scatter removal method for non-isocentric cone-beam CT acquisitions using a deep convolutional autoencoder.', Physics in Medicine and Biology, vol. 2020, no. 65. https://doi.org/10.1088/1361-6560/ab8954

TY - JOUR

T1 - A Monte Carlo based scatter removal method for non-isocentric cone-beam CT acquisitions using a deep convolutional autoencoder.

AU - van der Heyden, B

AU - Uray, M

AU - GP, Fonseca

AU - Huber, P

AU - Us, D

AU - Messner, I

AU - Law, A

AU - Parii, A

AU - Reisz, N

AU - Rinaldi, I

AU - Vilches, Freixas G

AU - Deutschmann, H

AU - Verhaegen, F

AU - Steininger, P

PY - 2020/7

Y1 - 2020/7

UR - http://europepmc.org/abstract/med/32294626

U2 - 10.1088/1361-6560/ab8954

DO - 10.1088/1361-6560/ab8954

M3 - Article

C2 - 32294626

SN - 0031-9155

VL - 2020

JO - Physics in Medicine and Biology

JF - Physics in Medicine and Biology

IS - 65

ER -

A Monte Carlo based scatter removal method for non-isocentric cone-beam CT acquisitions using a deep convolutional autoencoder.

Classification according to Österreichische Systematik der Wissenschaftszweige (ÖFOS 2012)

Applied Research Level (ARL)

Research focus/foci

Access to Document

Other files and links

Cite this